Understanding Extremum and Derivatives at Boundary Points

In summary, the derivative of a function does not need to be zero at the boundary in order for there to be an extremum. This only applies to one-dimensional functions, as for functions in multiple dimensions, the derivative along the boundary must be zero for there to be an extremum. This is because the boundary point must also be within the set to provide a local extremum. However, this discussion may be too advanced for a B thread.
  • #1
Leo Authersh
It's understandable that finding absolute extremum is impossible for a function with restricted boundary conditions. But why does the derivative of similar functions is not zero when the extremum is on the end points?

To be precisely short with my question, why does the derivative gives only the extremum at the interior points within the boundary and not at the points on the boundary?
 
Last edited by a moderator:
Physics news on Phys.org
  • #2
In short, assuming that the function is continuous, because it does not matter what the derivative is on the boundary. Regardless of the derivative the value of the function at the boundary will be larger than or smaller all other function values in a small region close to the boundary.

Note that this holds only for one-dimensional functions. If you deal with functions in several dimensions and the boundary has a dimension greater than zero, then the derivative along the boundary must be zero for there to be an extremum on the boundary.
 
  • Like
Likes Leo Authersh
  • #3
Orodruin said:
In short, assuming that the function is continuous, because it does not matter what the derivative is on the boundary. Regardless of the derivative the value of the function at the boundary will be larger than or smaller all other function values in a small region close to the boundary.

Note that this holds only for one-dimensional functions. If you deal with functions in several dimensions and the boundary has a dimension greater than zero, then the derivative along the boundary must be zero for there to be an extremum on the boundary.
This is the topological boundary, right? Aren't Topological boundaries necessarily zero-dimensional? Or do you mean Manifold boundaries?
 
  • #4
Why would the topological boundary need to be zero dimensional? Consider the topological boundary of the set ##x^2+y^2\leq 1##, which is a circle. Anyway, an important issue is that the boundary point must also be in the set in order to provide a local extremum.

However, I believe this discussion may be too advanced for a B thread.
 
  • #5
Orodruin said:
Why would the topological boundary need to be zero dimensional? Consider the topological boundary of the set ##x^2+y^2\leq 1##, which is a circle. Anyway, an important issue is that the boundary point must also be in the set in order to provide a local extremum.

However, I believe this discussion may be too advanced for a B thread.
Sorry, you're right, I think it was some measure of " meagreness" in the ambient space. But you're right, let's drop it and save it for some other post.
 

What is an extremum point?

An extremum point is a point on a curve where the slope of the tangent line is equal to zero. This can be either a maximum point, where the slope changes from positive to negative, or a minimum point, where the slope changes from negative to positive.

How are extremum points related to derivatives?

Extremum points are closely related to derivatives because the derivative of a function at an extremum point is equal to zero. This is because the slope of the tangent line at an extremum point is flat, resulting in a derivative of zero.

What is the significance of understanding extremum and derivatives at boundary points?

Boundary points are points where the function may not be defined or may have a discontinuity. Understanding extremum and derivatives at these points is important because it allows us to determine if the function has a maximum or minimum value at these points, and if the function is continuous.

How do you find extremum points using derivatives?

To find extremum points using derivatives, we first take the derivative of the function and set it equal to zero. Then, we solve for the variable to find the x-value of the extremum point. Finally, we plug this value back into the original function to find the y-value of the extremum point.

What is the difference between a local and global extremum point?

A local extremum point is a point on a curve where the function has a maximum or minimum value in a small interval around the point. A global extremum point, on the other hand, is a point where the function has a maximum or minimum value over the entire domain of the function. It is possible for a function to have multiple local extremum points, but only one global extremum point.

Similar threads

  • Topology and Analysis
Replies
8
Views
4K
  • Advanced Physics Homework Help
Replies
1
Views
563
  • Calculus and Beyond Homework Help
Replies
15
Views
2K
  • Beyond the Standard Models
Replies
7
Views
545
Replies
2
Views
151
Replies
1
Views
844
Replies
4
Views
868
  • Topology and Analysis
Replies
2
Views
1K
Replies
4
Views
2K
  • Electromagnetism
Replies
18
Views
1K
Back
Top